Aditya Krishn

Data Scientist · Consultant

Aachen, Germany

A
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SUMMARY

Experienced Data Scientist and Consultant with a solid background in utilizing data-driven solutions to solve complex problems. Proven track record in enhancing business performance through data analysis, machine learning, and advanced programming.

EDUCATION

RWTH Aachen University

10/2021 – 06/2024 | M.Sc. in Computational Social Systems

  • Master Project: Fraud Detection & Morality analysis of Enron scandal employees
  • Master Thesis: Hate Speech and its Effects on Linguistic Agency: Computational Analysis with LLMs
  • Courses: Data Science, Business Process Intelligence, Python, Statistics, Text Mining, Algorithms

Manipal University

08/2014 – 05/2018 | B.Eng. in Computer Science Engineering

  • Bachelor Thesis: In collaboration with Goldman Sachs

SKILLS

  • Python
  • R
  • SQL
  • Generative AI(LLM)
  • Machine Learning
  • Data Visualization
  • NLP
  • Flask
  • Big Data
  • Cloud Computing
  • Fast API
  • Data Analysis
  • Power BI
  • Jupyter Notebook
  • Deep Learning
  • Git
  • Digital Marketing

EXPERIENCE

Scientific Research Assistant

11/2022 – Present | Institute for Technology and Innovation Management, RWTH Aachen University, Germany

  • › Enhanced open innovation study by analyzing metadata from Kaggle competitions, identifying critical variable correlations using Stata and R.
  • › Built an interactive dashboard for real-time text mining and social network analysis using Python and Streamlit.
  • › Delivered presentations on business model innovation, increasing engagement with research projects.

Master's Thesis Student (Data Scientist)

12/2023 – 06/2024 | GESIS - Leibniz Institute for the Social Sciences, Cologne, Germany

  • › Analyzed the relationship between hate speech and power/agency using a language model.
  • › Led a team to label agency levels for language model validation and fine-tuned GPT-3.5, achieving a 27% increase in accuracy.

Consultant

08/2018 – 03/2021 | Fractal Analytics, Gurgaon, India

  • › Increased product purchase rates by 28% by developing a Big Data solution using agile methodologies.
  • › Reduced employee attrition by 18% through strategic data analysis and predictive modeling.
  • › Engineered a human language understanding engine, improving intent classification accuracy by 20%.

Business Intelligence Intern

01/2018 – 06/2018 | Goldman Sachs, Bangalore, India

  • › Reduced trade settlement mismatches by 12% using advanced clustering algorithms and Tableau.

Intern (International Internship)

06/2017 – 07/2017 | MultiLane SAL, Beirut, Lebanon

  • › Automated calibration processes for oscilloscopes, increasing efficiency through regression techniques and shell scripting.

Software Intern

06/2016 – 07/2016 | Centre for Development of Advanced Computing (Government of India), Noida, India

  • › Contributed to the development of an automated system for interpreting gas meter readings using image processing and neural network techniques.